On the Generalization of Grey Relational Analysis

IF 1 4区 工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
D. Yamaguchi, GuoDong Li, K. Mizutani, T. Akabane, M. Nagai, M. Kitaoka
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引用次数: 28

Abstract

In this paper we developed new grey relational analysis by expanding a range of treatable value. The classical GRA procedure deals with almost whitened values, reference vectors (or sequences), inspected vectors and grey relational grades. The classical GRA is called White-In-White-Out (WIWO) GRA in this paper. We developed two kinds of GRA algorithm based on the topological-based GRA, after defined several new operations of the interval grey number. On the one hand, GRA which provides the grey relational grade a whitened value finally is named Grey-In-White-Out (GIWO) GRA. On the other hand, GRA which provides the grey relational grade the interval grey number is named Grey-In-Grey-Out (GIGO) GRA. Both new GRA procedures deal with the reference vector and inspected vectors as the interval grey number. Three examples are given in this paper; the properties of the grey relational grade given by the proposals are discussed.
灰色关联分析的泛化
本文通过扩大可处理值的范围,发展了一种新的灰色关联分析方法。经典的GRA过程处理几乎白化的值、参考向量(或序列)、检查向量和灰色关联等级。本文将经典的遗传算法称为白中白外遗传算法(WIWO)。在基于拓扑的GRA算法的基础上,定义了区间灰数的几种新运算,提出了两种GRA算法。一方面,提供灰色关联度a白化值的GRA最终被命名为GIWO GRA。另一方面,提供灰色关联度和区间灰数的GRA称为灰进灰出(GIGO) GRA。这两种新的GRA方法都使用参考向量和被检查向量作为区间灰数。文中给出了三个实例;讨论了这些建议给出的灰色关联度的性质。
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来源期刊
Journal of Grey System
Journal of Grey System 数学-数学跨学科应用
CiteScore
2.40
自引率
43.80%
发文量
0
审稿时长
1.5 months
期刊介绍: The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.
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